Water level monitoring in tanks and reservoirs is crucial for a wide range of applications, including industrial process control, agricultural irrigation, and flood management. Precisely measuring the water level ensures efficient resource allocation and prevents potential risks associated with depletion. Modern monitoring systems leverage sophisti